Zhiguo Zhang

The Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation

Danshi Wang, Zhiguo Zhang, Min Zhang et al. · IEEE Communications Magazine · 2021 · 130 citations

Free-space Optical Network, Photonics, Engineering +15

Cost-effective and data size–adaptive OPM at intermediated node using convolutional neural network-based image processor

Danshi Wang, Mengyuan Wang, Min Zhang et al. · Optics Express · 2019 · 66 citations · Full text

Convolutional Neural Network, Image Analysis, Engineering +15

Cause-aware failure detection using an interpretable XGBoost for optical networks

Chunyu Zhang, Danshi Wang, Lingling Wang et al. · Optics Express · 2021 · 59 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +19

Applications of Physics-Informed Neural Network for Optical Fiber Communications

Danshi Wang, Xiaotian Jiang, Yuchen Song et al. · IEEE Communications Magazine · 2022 · 54 citations

Physics-informed Neural Network, Photonics, Engineering +13

Distributed Transmission Line Ice-Coating Recognition System Based on BOTDR Temperature Monitoring

Jinxiang Sun, Zhiguo Zhang, Yuemei Li et al. · Journal of Lightwave Technology · 2021 · 39 citations

Engineering, Botdr Temperature Monitoring, Monitoring System +6